tabnet
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An R implementation of TabNet
Hi Tabnet, Do you have any insight on how tabnet with perform in the p >> n situation? I have done the tutorial at https://blogs.rstudio.com/ai/posts/2021-02-11-tabnet/ with a data set of...
HI. I want to used a tabnet model using tidymodels(parsnip) format. and I try to train a model with parallel processing(doFuture package). When I use the tune_grid() function, it returns...
Hi. I'm trying to fit a model but when I use default "auto" configuration, loss dose not decrease after 10 epochs. I'm using Windows and my cuda runtime version is...
Hi, I'm aware of `valid_split` argument in `tabnet_config()` but it uses a proportion of train set as validation set. I have standalone validation sets, how can I use them during...
Currently only dense matrices and dataframes are supported for the x matrix. This limits on how large data can be used with the current implementation. It would be good to...
A work in progress small fix to - reduce the test footprint (GPU image size and test duration), but still creating Segmentation fault (core dumped) when testing Exemples and computing...
Sorry if my 2 questions below sound noobish: 1. In the original TabNet [paper](https://arxiv.org/pdf/1908.07442.pdf) under "Guidelines for hyperparameters" section, it talks about > "An optimal choice of γ can have...
This issue aims at improving tabnet performance through common tools and understanding of where to put effort on # proposed performance script The goal here is to have the largest...
Prepare for release: * [x] Check [current CRAN check results](https://cran.rstudio.org/web/checks/check_results_tabnet.html) * [x] [Polish NEWS](https://style.tidyverse.org/news.html#news-release) * [x] `devtools::build_readme()` * [x] [`urlchecker::url_check()`](https://github.com/r-lib/urlchecker) * [x] `devtools::check(remote = TRUE, manual = TRUE)` * [...